Dataset statistics
| Number of variables | 20 |
|---|---|
| Number of observations | 12746 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 296 |
| Duplicate rows (%) | 2.3% |
| Total size in memory | 2.0 MiB |
| Average record size in memory | 168.0 B |
Variable types
| Categorical | 9 |
|---|---|
| Numeric | 11 |
| Dataset has 296 (2.3%) duplicate rows | Duplicates |
Breed1 is highly overall correlated with Type | High correlation |
Dewormed is highly overall correlated with Vaccinated | High correlation |
Gender is highly overall correlated with Quantity | High correlation |
Quantity is highly overall correlated with Gender | High correlation |
Type is highly overall correlated with Breed1 | High correlation |
Vaccinated is highly overall correlated with Dewormed | High correlation |
Health is highly imbalanced (88.3%) | Imbalance |
Age has 179 (1.4%) zeros | Zeros |
Breed2 has 9116 (71.5%) zeros | Zeros |
Color2 has 3636 (28.5%) zeros | Zeros |
Color3 has 8916 (70.0%) zeros | Zeros |
Fee has 10880 (85.4%) zeros | Zeros |
VideoAmt has 12230 (96.0%) zeros | Zeros |
PhotoAmt has 262 (2.1%) zeros | Zeros |
Reproduction
| Analysis started | 2024-11-21 12:33:10.647908 |
|---|---|
| Analysis finished | 2024-11-21 12:33:30.989418 |
| Duration | 20.34 seconds |
| Software version | ydata-profiling v0.0.dev0 |
| Download configuration | config.json |
Type
Categorical
HIGH CORRELATION
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 199.2 KiB |
| 1 | |
|---|---|
| 2 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 12746 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2 |
|---|---|
| 2nd row | 2 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 6485 | |
| 2 | 6261 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 6485 | |
| 2 | 6261 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 6485 | |
| 2 | 6261 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 12746 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 6485 | |
| 2 | 6261 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 12746 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 6485 | |
| 2 | 6261 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 12746 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 6485 | |
| 2 | 6261 |
Age
Real number (ℝ)
ZEROS
| Distinct | 21 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.3254354 |
| Minimum | 0 |
|---|---|
| Maximum | 20 |
| Zeros | 179 |
| Zeros (%) | 1.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 199.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 3 |
| Q3 | 5 |
| 95-th percentile | 12 |
| Maximum | 20 |
| Range | 20 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 4.0665134 |
|---|---|
| Coefficient of variation (CV) | 0.94013967 |
| Kurtosis | 2.1112595 |
| Mean | 4.3254354 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 1.6610636 |
| Sum | 55132 |
| Variance | 16.536531 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=21)
| Value | Count | Frequency (%) |
| 2 | 3503 | |
| 1 | 2304 | |
| 3 | 1966 | |
| 4 | 1109 | 8.7% |
| 12 | 967 | 7.6% |
| 5 | 595 | 4.7% |
| 6 | 558 | 4.4% |
| 8 | 309 | 2.4% |
| 7 | 281 | 2.2% |
| 9 | 184 | 1.4% |
| Other values (11) | 970 | 7.6% |
| Value | Count | Frequency (%) |
| 0 | 179 | 1.4% |
| 1 | 2304 | |
| 2 | 3503 | |
| 3 | 1966 | |
| 4 | 1109 | 8.7% |
| 5 | 595 | 4.7% |
| 6 | 558 | 4.4% |
| 7 | 281 | 2.2% |
| 8 | 309 | 2.4% |
| 9 | 184 | 1.4% |
| Value | Count | Frequency (%) |
| 20 | 32 | 0.3% |
| 19 | 26 | 0.2% |
| 18 | 165 | 1.3% |
| 17 | 67 | 0.5% |
| 16 | 50 | 0.4% |
| 15 | 79 | 0.6% |
| 14 | 76 | 0.6% |
| 13 | 40 | 0.3% |
| 12 | 967 | |
| 11 | 94 | 0.7% |
Breed1
Real number (ℝ)
HIGH CORRELATION
| Distinct | 157 |
|---|---|
| Distinct (%) | 1.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 272.76981 |
| Minimum | 0 |
|---|---|
| Maximum | 307 |
| Zeros | 4 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 199.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 141 |
| Q1 | 266 |
| median | 266 |
| Q3 | 307 |
| 95-th percentile | 307 |
| Maximum | 307 |
| Range | 307 |
| Interquartile range (IQR) | 41 |
Descriptive statistics
| Standard deviation | 51.074521 |
|---|---|
| Coefficient of variation (CV) | 0.18724404 |
| Kurtosis | 8.443711 |
| Mean | 272.76981 |
| Median Absolute Deviation (MAD) | 41 |
| Skewness | -2.734598 |
| Sum | 3476724 |
| Variance | 2608.6067 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 307 | 5312 | |
| 266 | 3380 | |
| 265 | 1180 | 9.3% |
| 299 | 308 | 2.4% |
| 264 | 254 | 2.0% |
| 292 | 233 | 1.8% |
| 285 | 171 | 1.3% |
| 141 | 149 | 1.2% |
| 218 | 119 | 0.9% |
| 254 | 90 | 0.7% |
| Other values (147) | 1550 | 12.2% |
| Value | Count | Frequency (%) |
| 0 | 4 | |
| 1 | 1 | < 0.1% |
| 3 | 1 | < 0.1% |
| 5 | 1 | < 0.1% |
| 7 | 1 | < 0.1% |
| 11 | 2 | < 0.1% |
| 15 | 8 | |
| 16 | 1 | < 0.1% |
| 17 | 3 | < 0.1% |
| 18 | 5 |
| Value | Count | Frequency (%) |
| 307 | 5312 | |
| 306 | 54 | 0.4% |
| 305 | 8 | 0.1% |
| 304 | 7 | 0.1% |
| 303 | 40 | 0.3% |
| 301 | 1 | < 0.1% |
| 300 | 19 | 0.1% |
| 299 | 308 | 2.4% |
| 298 | 1 | < 0.1% |
| 297 | 5 | < 0.1% |
Breed2
Real number (ℝ)
ZEROS
| Distinct | 125 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 75.498431 |
| Minimum | 0 |
|---|---|
| Maximum | 307 |
| Zeros | 9116 |
| Zeros (%) | 71.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 199.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 202.75 |
| 95-th percentile | 307 |
| Maximum | 307 |
| Range | 307 |
| Interquartile range (IQR) | 202.75 |
Descriptive statistics
| Standard deviation | 124.2421 |
|---|---|
| Coefficient of variation (CV) | 1.6456249 |
| Kurtosis | -0.68528496 |
| Mean | 75.498431 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.1067017 |
| Sum | 962303 |
| Variance | 15436.099 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 9116 | |
| 307 | 1489 | 11.7% |
| 266 | 558 | 4.4% |
| 265 | 296 | 2.3% |
| 299 | 128 | 1.0% |
| 264 | 109 | 0.9% |
| 292 | 89 | 0.7% |
| 218 | 71 | 0.6% |
| 141 | 69 | 0.5% |
| 285 | 67 | 0.5% |
| Other values (115) | 754 | 5.9% |
| Value | Count | Frequency (%) |
| 0 | 9116 | |
| 1 | 1 | < 0.1% |
| 2 | 1 | < 0.1% |
| 4 | 1 | < 0.1% |
| 5 | 1 | < 0.1% |
| 10 | 2 | < 0.1% |
| 14 | 1 | < 0.1% |
| 17 | 1 | < 0.1% |
| 18 | 3 | < 0.1% |
| 19 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 307 | 1489 | |
| 306 | 24 | 0.2% |
| 305 | 6 | < 0.1% |
| 304 | 1 | < 0.1% |
| 303 | 21 | 0.2% |
| 302 | 1 | < 0.1% |
| 301 | 1 | < 0.1% |
| 300 | 9 | 0.1% |
| 299 | 128 | 1.0% |
| 296 | 2 | < 0.1% |
Gender
Categorical
HIGH CORRELATION
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 199.2 KiB |
| 2 | |
|---|---|
| 1 | |
| 3 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 12746 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 2 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 2 | 6144 | |
| 1 | 4540 | |
| 3 | 2062 | 16.2% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 2 | 6144 | |
| 1 | 4540 | |
| 3 | 2062 | 16.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 6144 | |
| 1 | 4540 | |
| 3 | 2062 | 16.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 12746 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 2 | 6144 | |
| 1 | 4540 | |
| 3 | 2062 | 16.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 12746 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 2 | 6144 | |
| 1 | 4540 | |
| 3 | 2062 | 16.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 12746 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 2 | 6144 | |
| 1 | 4540 | |
| 3 | 2062 | 16.2% |
Color1
Real number (ℝ)
| Distinct | 7 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.1792719 |
| Minimum | 1 |
|---|---|
| Maximum | 7 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 199.2 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 1 |
| Q3 | 2 |
| 95-th percentile | 6 |
| Maximum | 7 |
| Range | 6 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.7169536 |
|---|---|
| Coefficient of variation (CV) | 0.78785652 |
| Kurtosis | 1.2306161 |
| Mean | 2.1792719 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.537611 |
| Sum | 27777 |
| Variance | 2.9479297 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=7)
| Value | Count | Frequency (%) |
| 1 | 6551 | |
| 2 | 3103 | |
| 3 | 751 | 5.9% |
| 5 | 687 | 5.4% |
| 6 | 566 | 4.4% |
| 4 | 560 | 4.4% |
| 7 | 528 | 4.1% |
| Value | Count | Frequency (%) |
| 1 | 6551 | |
| 2 | 3103 | |
| 3 | 751 | 5.9% |
| 4 | 560 | 4.4% |
| 5 | 687 | 5.4% |
| 6 | 566 | 4.4% |
| 7 | 528 | 4.1% |
| Value | Count | Frequency (%) |
| 7 | 528 | 4.1% |
| 6 | 566 | 4.4% |
| 5 | 687 | 5.4% |
| 4 | 560 | 4.4% |
| 3 | 751 | 5.9% |
| 2 | 3103 | |
| 1 | 6551 |
Color2
Real number (ℝ)
ZEROS
| Distinct | 7 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.2709085 |
| Minimum | 0 |
|---|---|
| Maximum | 7 |
| Zeros | 3636 |
| Zeros (%) | 28.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 199.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 2 |
| Q3 | 6 |
| 95-th percentile | 7 |
| Maximum | 7 |
| Range | 7 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 2.7307521 |
|---|---|
| Coefficient of variation (CV) | 0.83486042 |
| Kurtosis | -1.5080329 |
| Mean | 3.2709085 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.17177048 |
| Sum | 41691 |
| Variance | 7.4570069 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=7)
| Value | Count | Frequency (%) |
| 0 | 3636 | |
| 7 | 2962 | |
| 2 | 2923 | |
| 6 | 943 | 7.4% |
| 5 | 921 | 7.2% |
| 4 | 765 | 6.0% |
| 3 | 596 | 4.7% |
| Value | Count | Frequency (%) |
| 0 | 3636 | |
| 2 | 2923 | |
| 3 | 596 | 4.7% |
| 4 | 765 | 6.0% |
| 5 | 921 | 7.2% |
| 6 | 943 | 7.4% |
| 7 | 2962 |
| Value | Count | Frequency (%) |
| 7 | 2962 | |
| 6 | 943 | 7.4% |
| 5 | 921 | 7.2% |
| 4 | 765 | 6.0% |
| 3 | 596 | 4.7% |
| 2 | 2923 | |
| 0 | 3636 |
Color3
Real number (ℝ)
ZEROS
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.9316648 |
| Minimum | 0 |
|---|---|
| Maximum | 7 |
| Zeros | 8916 |
| Zeros (%) | 70.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 199.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 5 |
| 95-th percentile | 7 |
| Maximum | 7 |
| Range | 7 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 3.0067464 |
|---|---|
| Coefficient of variation (CV) | 1.556557 |
| Kurtosis | -0.98200819 |
| Mean | 1.9316648 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.96910018 |
| Sum | 24621 |
| Variance | 9.0405241 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=6)
| Value | Count | Frequency (%) |
| 0 | 8916 | |
| 7 | 2801 | 22.0% |
| 5 | 365 | 2.9% |
| 6 | 342 | 2.7% |
| 4 | 171 | 1.3% |
| 3 | 151 | 1.2% |
| Value | Count | Frequency (%) |
| 0 | 8916 | |
| 3 | 151 | 1.2% |
| 4 | 171 | 1.3% |
| 5 | 365 | 2.9% |
| 6 | 342 | 2.7% |
| 7 | 2801 | 22.0% |
| Value | Count | Frequency (%) |
| 7 | 2801 | 22.0% |
| 6 | 342 | 2.7% |
| 5 | 365 | 2.9% |
| 4 | 171 | 1.3% |
| 3 | 151 | 1.2% |
| 0 | 8916 |
MaturitySize
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 199.2 KiB |
| 2 | |
|---|---|
| 1 | |
| 3 | 840 |
| 4 | 12 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 12746 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 2 |
| 3rd row | 2 |
| 4th row | 2 |
| 5th row | 2 |
Common Values
| Value | Count | Frequency (%) |
| 2 | 8992 | |
| 1 | 2902 | 22.8% |
| 3 | 840 | 6.6% |
| 4 | 12 | 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 2 | 8992 | |
| 1 | 2902 | 22.8% |
| 3 | 840 | 6.6% |
| 4 | 12 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 8992 | |
| 1 | 2902 | 22.8% |
| 3 | 840 | 6.6% |
| 4 | 12 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 12746 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 2 | 8992 | |
| 1 | 2902 | 22.8% |
| 3 | 840 | 6.6% |
| 4 | 12 | 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 12746 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 2 | 8992 | |
| 1 | 2902 | 22.8% |
| 3 | 840 | 6.6% |
| 4 | 12 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 12746 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 2 | 8992 | |
| 1 | 2902 | 22.8% |
| 3 | 840 | 6.6% |
| 4 | 12 | 0.1% |
FurLength
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 199.2 KiB |
| 1 | |
|---|---|
| 2 | |
| 3 | 498 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 12746 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 2 |
| 3rd row | 2 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 7789 | |
| 2 | 4459 | |
| 3 | 498 | 3.9% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 7789 | |
| 2 | 4459 | |
| 3 | 498 | 3.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 7789 | |
| 2 | 4459 | |
| 3 | 498 | 3.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 12746 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 7789 | |
| 2 | 4459 | |
| 3 | 498 | 3.9% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 12746 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 7789 | |
| 2 | 4459 | |
| 3 | 498 | 3.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 12746 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 7789 | |
| 2 | 4459 | |
| 3 | 498 | 3.9% |
Vaccinated
Categorical
HIGH CORRELATION
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 199.2 KiB |
| 2 | |
|---|---|
| 1 | |
| 3 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 12746 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2 |
|---|---|
| 2nd row | 3 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 2 |
Common Values
| Value | Count | Frequency (%) |
| 2 | 6963 | |
| 1 | 4386 | |
| 3 | 1397 | 11.0% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 2 | 6963 | |
| 1 | 4386 | |
| 3 | 1397 | 11.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 6963 | |
| 1 | 4386 | |
| 3 | 1397 | 11.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 12746 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 2 | 6963 | |
| 1 | 4386 | |
| 3 | 1397 | 11.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 12746 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 2 | 6963 | |
| 1 | 4386 | |
| 3 | 1397 | 11.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 12746 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 2 | 6963 | |
| 1 | 4386 | |
| 3 | 1397 | 11.0% |
Dewormed
Categorical
HIGH CORRELATION
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 199.2 KiB |
| 1 | |
|---|---|
| 2 | |
| 3 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 12746 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2 |
|---|---|
| 2nd row | 3 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 2 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 6794 | |
| 2 | 4620 | |
| 3 | 1332 | 10.5% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 6794 | |
| 2 | 4620 | |
| 3 | 1332 | 10.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 6794 | |
| 2 | 4620 | |
| 3 | 1332 | 10.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 12746 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 6794 | |
| 2 | 4620 | |
| 3 | 1332 | 10.5% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 12746 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 6794 | |
| 2 | 4620 | |
| 3 | 1332 | 10.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 12746 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 6794 | |
| 2 | 4620 | |
| 3 | 1332 | 10.5% |
Sterilized
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 199.2 KiB |
| 2 | |
|---|---|
| 1 | |
| 3 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 12746 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2 |
|---|---|
| 2nd row | 3 |
| 3rd row | 2 |
| 4th row | 2 |
| 5th row | 2 |
Common Values
| Value | Count | Frequency (%) |
| 2 | 9438 | |
| 1 | 1913 | 15.0% |
| 3 | 1395 | 10.9% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 2 | 9438 | |
| 1 | 1913 | 15.0% |
| 3 | 1395 | 10.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 9438 | |
| 1 | 1913 | 15.0% |
| 3 | 1395 | 10.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 12746 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 2 | 9438 | |
| 1 | 1913 | 15.0% |
| 3 | 1395 | 10.9% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 12746 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 2 | 9438 | |
| 1 | 1913 | 15.0% |
| 3 | 1395 | 10.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 12746 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 2 | 9438 | |
| 1 | 1913 | 15.0% |
| 3 | 1395 | 10.9% |
Health
Categorical
IMBALANCE
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 199.2 KiB |
| 1 | |
|---|---|
| 2 | 319 |
| 3 | 20 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 12746 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 12407 | |
| 2 | 319 | 2.5% |
| 3 | 20 | 0.2% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 12407 | |
| 2 | 319 | 2.5% |
| 3 | 20 | 0.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 12407 | |
| 2 | 319 | 2.5% |
| 3 | 20 | 0.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 12746 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 12407 | |
| 2 | 319 | 2.5% |
| 3 | 20 | 0.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 12746 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 12407 | |
| 2 | 319 | 2.5% |
| 3 | 20 | 0.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 12746 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 12407 | |
| 2 | 319 | 2.5% |
| 3 | 20 | 0.2% |
Quantity
Real number (ℝ)
HIGH CORRELATION
| Distinct | 19 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.6289816 |
| Minimum | 1 |
|---|---|
| Maximum | 20 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 199.2 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 5 |
| Maximum | 20 |
| Range | 19 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.4823257 |
|---|---|
| Coefficient of variation (CV) | 0.90997078 |
| Kurtosis | 23.269201 |
| Mean | 1.6289816 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.8586596 |
| Sum | 20763 |
| Variance | 2.1972895 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=19)
| Value | Count | Frequency (%) |
| 1 | 9571 | |
| 2 | 1266 | 9.9% |
| 3 | 695 | 5.5% |
| 4 | 507 | 4.0% |
| 5 | 315 | 2.5% |
| 6 | 177 | 1.4% |
| 7 | 83 | 0.7% |
| 8 | 50 | 0.4% |
| 9 | 32 | 0.3% |
| 10 | 16 | 0.1% |
| Other values (9) | 34 | 0.3% |
| Value | Count | Frequency (%) |
| 1 | 9571 | |
| 2 | 1266 | 9.9% |
| 3 | 695 | 5.5% |
| 4 | 507 | 4.0% |
| 5 | 315 | 2.5% |
| 6 | 177 | 1.4% |
| 7 | 83 | 0.7% |
| 8 | 50 | 0.4% |
| 9 | 32 | 0.3% |
| 10 | 16 | 0.1% |
| Value | Count | Frequency (%) |
| 20 | 4 | < 0.1% |
| 18 | 1 | < 0.1% |
| 17 | 3 | < 0.1% |
| 16 | 3 | < 0.1% |
| 15 | 4 | < 0.1% |
| 14 | 2 | < 0.1% |
| 13 | 2 | < 0.1% |
| 12 | 5 | < 0.1% |
| 11 | 10 | |
| 10 | 16 |
Fee
Real number (ℝ)
ZEROS
| Distinct | 67 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 17.8689 |
| Minimum | 0 |
|---|---|
| Maximum | 3000 |
| Zeros | 10880 |
| Zeros (%) | 85.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 199.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 100 |
| Maximum | 3000 |
| Range | 3000 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 70.888923 |
|---|---|
| Coefficient of variation (CV) | 3.9671677 |
| Kurtosis | 280.49511 |
| Mean | 17.8689 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 10.654215 |
| Sum | 227757 |
| Variance | 5025.2394 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 10880 | |
| 50 | 414 | 3.2% |
| 100 | 336 | 2.6% |
| 200 | 148 | 1.2% |
| 150 | 140 | 1.1% |
| 20 | 124 | 1.0% |
| 30 | 95 | 0.7% |
| 300 | 68 | 0.5% |
| 1 | 67 | 0.5% |
| 10 | 64 | 0.5% |
| Other values (57) | 410 | 3.2% |
| Value | Count | Frequency (%) |
| 0 | 10880 | |
| 1 | 67 | 0.5% |
| 5 | 24 | 0.2% |
| 8 | 6 | < 0.1% |
| 9 | 4 | < 0.1% |
| 10 | 64 | 0.5% |
| 14 | 1 | < 0.1% |
| 15 | 20 | 0.2% |
| 20 | 124 | 1.0% |
| 25 | 6 | < 0.1% |
| Value | Count | Frequency (%) |
| 3000 | 1 | < 0.1% |
| 1000 | 3 | < 0.1% |
| 800 | 1 | < 0.1% |
| 750 | 6 | |
| 700 | 4 | |
| 688 | 1 | < 0.1% |
| 650 | 4 | |
| 600 | 9 | |
| 599 | 1 | < 0.1% |
| 550 | 4 |
State
Real number (ℝ)
| Distinct | 14 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 41345.672 |
| Minimum | 41324 |
|---|---|
| Maximum | 41415 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 199.2 KiB |
Quantile statistics
| Minimum | 41324 |
|---|---|
| 5-th percentile | 41326 |
| Q1 | 41326 |
| median | 41326 |
| Q3 | 41401 |
| 95-th percentile | 41401 |
| Maximum | 41415 |
| Range | 91 |
| Interquartile range (IQR) | 75 |
Descriptive statistics
| Standard deviation | 32.242235 |
|---|---|
| Coefficient of variation (CV) | 0.00077982127 |
| Kurtosis | -0.72015917 |
| Mean | 41345.672 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.1199252 |
| Sum | 5.2699194 × 108 |
| Variance | 1039.5617 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=14)
| Value | Count | Frequency (%) |
| 41326 | 7456 | |
| 41401 | 3206 | |
| 41327 | 729 | 5.7% |
| 41336 | 430 | 3.4% |
| 41330 | 358 | 2.8% |
| 41332 | 222 | 1.7% |
| 41324 | 107 | 0.8% |
| 41325 | 95 | 0.7% |
| 41335 | 76 | 0.6% |
| 41361 | 23 | 0.2% |
| Other values (4) | 44 | 0.3% |
| Value | Count | Frequency (%) |
| 41324 | 107 | 0.8% |
| 41325 | 95 | 0.7% |
| 41326 | 7456 | |
| 41327 | 729 | 5.7% |
| 41330 | 358 | 2.8% |
| 41332 | 222 | 1.7% |
| 41335 | 76 | 0.6% |
| 41336 | 430 | 3.4% |
| 41342 | 11 | 0.1% |
| 41345 | 16 | 0.1% |
| Value | Count | Frequency (%) |
| 41415 | 3 | < 0.1% |
| 41401 | 3206 | |
| 41367 | 14 | 0.1% |
| 41361 | 23 | 0.2% |
| 41345 | 16 | 0.1% |
| 41342 | 11 | 0.1% |
| 41336 | 430 | 3.4% |
| 41335 | 76 | 0.6% |
| 41332 | 222 | 1.7% |
| 41330 | 358 | 2.8% |
VideoAmt
Real number (ℝ)
ZEROS
| Distinct | 9 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.058920446 |
| Minimum | 0 |
|---|---|
| Maximum | 8 |
| Zeros | 12230 |
| Zeros (%) | 96.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 199.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 8 |
| Range | 8 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.34542924 |
|---|---|
| Coefficient of variation (CV) | 5.862638 |
| Kurtosis | 108.36405 |
| Mean | 0.058920446 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 8.8753283 |
| Sum | 751 |
| Variance | 0.11932136 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=9)
| Value | Count | Frequency (%) |
| 0 | 12230 | |
| 1 | 380 | 3.0% |
| 2 | 81 | 0.6% |
| 3 | 29 | 0.2% |
| 4 | 15 | 0.1% |
| 5 | 7 | 0.1% |
| 6 | 2 | < 0.1% |
| 7 | 1 | < 0.1% |
| 8 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 12230 | |
| 1 | 380 | 3.0% |
| 2 | 81 | 0.6% |
| 3 | 29 | 0.2% |
| 4 | 15 | 0.1% |
| 5 | 7 | 0.1% |
| 6 | 2 | < 0.1% |
| 7 | 1 | < 0.1% |
| 8 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 8 | 1 | < 0.1% |
| 7 | 1 | < 0.1% |
| 6 | 2 | < 0.1% |
| 5 | 7 | 0.1% |
| 4 | 15 | 0.1% |
| 3 | 29 | 0.2% |
| 2 | 81 | 0.6% |
| 1 | 380 | 3.0% |
| 0 | 12230 |
PhotoAmt
Real number (ℝ)
ZEROS
| Distinct | 31 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.0010984 |
| Minimum | 0 |
|---|---|
| Maximum | 30 |
| Zeros | 262 |
| Zeros (%) | 2.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 199.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 3 |
| Q3 | 5 |
| 95-th percentile | 11 |
| Maximum | 30 |
| Range | 30 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 3.5566368 |
|---|---|
| Coefficient of variation (CV) | 0.88891511 |
| Kurtosis | 12.048442 |
| Mean | 4.0010984 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 2.798385 |
| Sum | 50998 |
| Variance | 12.649665 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=31)
| Value | Count | Frequency (%) |
| 1 | 2535 | |
| 3 | 2136 | |
| 2 | 2032 | |
| 5 | 1873 | |
| 4 | 1623 | |
| 6 | 560 | 4.4% |
| 7 | 395 | 3.1% |
| 8 | 285 | 2.2% |
| 0 | 262 | 2.1% |
| 9 | 210 | 1.6% |
| Other values (21) | 835 | 6.6% |
| Value | Count | Frequency (%) |
| 0 | 262 | 2.1% |
| 1 | 2535 | |
| 2 | 2032 | |
| 3 | 2136 | |
| 4 | 1623 | |
| 5 | 1873 | |
| 6 | 560 | 4.4% |
| 7 | 395 | 3.1% |
| 8 | 285 | 2.2% |
| 9 | 210 | 1.6% |
| Value | Count | Frequency (%) |
| 30 | 17 | |
| 29 | 6 | < 0.1% |
| 28 | 7 | |
| 27 | 4 | < 0.1% |
| 26 | 10 | |
| 25 | 8 | |
| 24 | 12 | |
| 23 | 10 | |
| 22 | 9 | |
| 21 | 14 |
AdoptionSpeed
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 199.2 KiB |
| 2 | |
|---|---|
| 4 | |
| 3 | |
| 1 | |
| 0 | 351 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 12746 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2 |
|---|---|
| 2nd row | 0 |
| 3rd row | 3 |
| 4th row | 2 |
| 5th row | 2 |
Common Values
| Value | Count | Frequency (%) |
| 2 | 3579 | |
| 4 | 3311 | |
| 3 | 2794 | |
| 1 | 2711 | |
| 0 | 351 | 2.8% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 2 | 3579 | |
| 4 | 3311 | |
| 3 | 2794 | |
| 1 | 2711 | |
| 0 | 351 | 2.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 3579 | |
| 4 | 3311 | |
| 3 | 2794 | |
| 1 | 2711 | |
| 0 | 351 | 2.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 12746 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 2 | 3579 | |
| 4 | 3311 | |
| 3 | 2794 | |
| 1 | 2711 | |
| 0 | 351 | 2.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 12746 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 2 | 3579 | |
| 4 | 3311 | |
| 3 | 2794 | |
| 1 | 2711 | |
| 0 | 351 | 2.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 12746 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 2 | 3579 | |
| 4 | 3311 | |
| 3 | 2794 | |
| 1 | 2711 | |
| 0 | 351 | 2.8% |
| AdoptionSpeed | Age | Breed1 | Breed2 | Color1 | Color2 | Color3 | Dewormed | Fee | FurLength | Gender | Health | MaturitySize | PhotoAmt | Quantity | State | Sterilized | Type | Vaccinated | VideoAmt | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| AdoptionSpeed | 1.000 | 0.212 | 0.136 | -0.025 | -0.033 | -0.037 | 0.001 | 0.069 | 0.020 | 0.081 | 0.056 | 0.021 | 0.053 | -0.064 | 0.067 | 0.031 | 0.157 | 0.112 | 0.097 | -0.014 |
| Age | 0.212 | 1.000 | -0.161 | -0.011 | 0.142 | -0.010 | -0.084 | 0.200 | 0.101 | 0.077 | 0.134 | 0.025 | 0.100 | -0.062 | -0.222 | 0.044 | 0.356 | 0.107 | 0.266 | -0.018 |
| Breed1 | 0.136 | -0.161 | 1.000 | -0.140 | -0.050 | -0.150 | -0.113 | 0.113 | -0.111 | 0.105 | 0.084 | 0.010 | 0.169 | -0.041 | -0.002 | -0.048 | 0.060 | 0.843 | 0.163 | 0.017 |
| Breed2 | -0.025 | -0.011 | -0.140 | 1.000 | -0.029 | -0.008 | 0.025 | 0.069 | 0.049 | 0.127 | 0.074 | 0.015 | 0.073 | 0.062 | 0.049 | -0.053 | 0.061 | 0.415 | 0.097 | -0.018 |
| Color1 | -0.033 | 0.142 | -0.050 | -0.029 | 1.000 | -0.084 | -0.300 | 0.053 | 0.052 | 0.046 | 0.125 | 0.000 | 0.042 | -0.049 | -0.157 | 0.022 | 0.046 | 0.311 | 0.068 | 0.000 |
| Color2 | -0.037 | -0.010 | -0.150 | -0.008 | -0.084 | 1.000 | 0.095 | 0.072 | 0.001 | 0.024 | 0.199 | 0.000 | 0.058 | 0.081 | 0.060 | 0.023 | 0.041 | 0.372 | 0.081 | 0.024 |
| Color3 | 0.001 | -0.084 | -0.113 | 0.025 | -0.300 | 0.095 | 1.000 | 0.078 | -0.007 | 0.019 | 0.221 | 0.000 | 0.049 | 0.114 | 0.327 | -0.000 | 0.039 | 0.224 | 0.080 | 0.014 |
| Dewormed | 0.069 | 0.200 | 0.113 | 0.069 | 0.053 | 0.072 | 0.078 | 1.000 | -0.117 | 0.020 | 0.151 | 0.043 | 0.081 | -0.103 | 0.179 | 0.004 | 0.435 | 0.128 | 0.735 | -0.036 |
| Fee | 0.020 | 0.101 | -0.111 | 0.049 | 0.052 | 0.001 | -0.007 | -0.117 | 1.000 | 0.150 | 0.027 | 0.000 | 0.060 | 0.001 | -0.077 | -0.021 | 0.013 | 0.037 | 0.057 | 0.008 |
| FurLength | 0.081 | 0.077 | 0.105 | 0.127 | 0.046 | 0.024 | 0.019 | 0.020 | 0.150 | 1.000 | 0.011 | 0.006 | 0.113 | 0.004 | -0.029 | -0.053 | 0.036 | 0.081 | 0.018 | -0.010 |
| Gender | 0.056 | 0.134 | 0.084 | 0.074 | 0.125 | 0.199 | 0.221 | 0.151 | 0.027 | 0.011 | 1.000 | 0.015 | 0.075 | 0.083 | 0.568 | 0.021 | 0.084 | 0.118 | 0.125 | 0.000 |
| Health | 0.021 | 0.025 | 0.010 | 0.015 | 0.000 | 0.000 | 0.000 | 0.043 | 0.000 | 0.006 | 0.015 | 1.000 | 0.041 | -0.014 | -0.028 | 0.021 | 0.045 | 0.024 | 0.047 | -0.002 |
| MaturitySize | 0.053 | 0.100 | 0.169 | 0.073 | 0.042 | 0.058 | 0.049 | 0.081 | 0.060 | 0.113 | 0.075 | 0.041 | 1.000 | 0.015 | -0.071 | -0.081 | 0.057 | 0.256 | 0.092 | 0.013 |
| PhotoAmt | -0.064 | -0.062 | -0.041 | 0.062 | -0.049 | 0.081 | 0.114 | -0.103 | 0.001 | 0.004 | 0.083 | -0.014 | 0.015 | 1.000 | 0.148 | -0.021 | 0.050 | 0.050 | 0.050 | 0.153 |
| Quantity | 0.067 | -0.222 | -0.002 | 0.049 | -0.157 | 0.060 | 0.327 | 0.179 | -0.077 | -0.029 | 0.568 | -0.028 | -0.071 | 0.148 | 1.000 | 0.034 | 0.085 | 0.102 | 0.128 | -0.004 |
| State | 0.031 | 0.044 | -0.048 | -0.053 | 0.022 | 0.023 | -0.000 | 0.004 | -0.021 | -0.053 | 0.021 | 0.021 | -0.081 | -0.021 | 0.034 | 1.000 | 0.032 | 0.146 | 0.030 | -0.022 |
| Sterilized | 0.157 | 0.356 | 0.060 | 0.061 | 0.046 | 0.041 | 0.039 | 0.435 | 0.013 | 0.036 | 0.084 | 0.045 | 0.057 | 0.050 | 0.085 | 0.032 | 1.000 | 0.042 | 0.471 | -0.018 |
| Type | 0.112 | 0.107 | 0.843 | 0.415 | 0.311 | 0.372 | 0.224 | 0.128 | 0.037 | 0.081 | 0.118 | 0.024 | 0.256 | 0.050 | 0.102 | 0.146 | 0.042 | 1.000 | 0.209 | -0.005 |
| Vaccinated | 0.097 | 0.266 | 0.163 | 0.097 | 0.068 | 0.081 | 0.080 | 0.735 | 0.057 | 0.018 | 0.125 | 0.047 | 0.092 | 0.050 | 0.128 | 0.030 | 0.471 | 0.209 | 1.000 | -0.032 |
| VideoAmt | -0.014 | -0.018 | 0.017 | -0.018 | 0.000 | 0.024 | 0.014 | -0.036 | 0.008 | -0.010 | 0.000 | -0.002 | 0.013 | 0.153 | -0.004 | -0.022 | -0.018 | -0.005 | -0.032 | 1.000 |
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
| Type | Age | Breed1 | Breed2 | Gender | Color1 | Color2 | Color3 | MaturitySize | FurLength | Vaccinated | Dewormed | Sterilized | Health | Quantity | Fee | State | VideoAmt | PhotoAmt | AdoptionSpeed | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 2 | 3 | 299 | 0 | 1 | 1 | 7 | 0 | 1 | 1 | 2 | 2 | 2 | 1 | 1 | 100 | 41326 | 0 | 1.0 | 2 |
| 1 | 2 | 1 | 265 | 0 | 1 | 1 | 2 | 0 | 2 | 2 | 3 | 3 | 3 | 1 | 1 | 0 | 41401 | 0 | 2.0 | 0 |
| 2 | 1 | 1 | 307 | 0 | 1 | 2 | 7 | 0 | 2 | 2 | 1 | 1 | 2 | 1 | 1 | 0 | 41326 | 0 | 7.0 | 3 |
| 3 | 1 | 4 | 307 | 0 | 2 | 1 | 2 | 0 | 2 | 1 | 1 | 1 | 2 | 1 | 1 | 150 | 41401 | 0 | 8.0 | 2 |
| 4 | 1 | 1 | 307 | 0 | 1 | 1 | 0 | 0 | 2 | 1 | 2 | 2 | 2 | 1 | 1 | 0 | 41326 | 0 | 3.0 | 2 |
| 5 | 2 | 3 | 266 | 0 | 2 | 5 | 6 | 0 | 2 | 1 | 2 | 2 | 2 | 1 | 1 | 0 | 41326 | 0 | 2.0 | 2 |
| 6 | 2 | 12 | 264 | 264 | 1 | 1 | 0 | 0 | 2 | 3 | 2 | 2 | 3 | 1 | 1 | 300 | 41326 | 0 | 3.0 | 1 |
| 7 | 1 | 0 | 307 | 0 | 2 | 1 | 2 | 7 | 2 | 1 | 2 | 2 | 2 | 1 | 6 | 0 | 41326 | 0 | 9.0 | 3 |
| 8 | 2 | 2 | 265 | 0 | 2 | 6 | 0 | 0 | 2 | 2 | 2 | 2 | 2 | 1 | 1 | 0 | 41326 | 0 | 6.0 | 1 |
| 9 | 2 | 12 | 265 | 0 | 2 | 1 | 7 | 0 | 2 | 2 | 3 | 3 | 3 | 1 | 1 | 0 | 41326 | 0 | 2.0 | 4 |
| Type | Age | Breed1 | Breed2 | Gender | Color1 | Color2 | Color3 | MaturitySize | FurLength | Vaccinated | Dewormed | Sterilized | Health | Quantity | Fee | State | VideoAmt | PhotoAmt | AdoptionSpeed | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 14979 | 1 | 6 | 307 | 0 | 1 | 1 | 7 | 0 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | 0 | 41326 | 0 | 5.0 | 4 |
| 14981 | 1 | 8 | 307 | 0 | 2 | 2 | 7 | 0 | 2 | 2 | 2 | 2 | 2 | 1 | 1 | 0 | 41326 | 0 | 2.0 | 3 |
| 14982 | 2 | 2 | 266 | 0 | 2 | 1 | 4 | 7 | 2 | 1 | 2 | 1 | 2 | 1 | 3 | 0 | 41336 | 0 | 16.0 | 3 |
| 14983 | 1 | 3 | 307 | 0 | 1 | 1 | 2 | 7 | 2 | 2 | 1 | 1 | 2 | 1 | 1 | 0 | 41326 | 0 | 7.0 | 2 |
| 14986 | 2 | 1 | 266 | 0 | 2 | 5 | 6 | 7 | 2 | 1 | 2 | 1 | 2 | 1 | 1 | 0 | 41401 | 0 | 1.0 | 3 |
| 14987 | 1 | 6 | 195 | 0 | 2 | 1 | 7 | 0 | 1 | 3 | 1 | 1 | 2 | 1 | 1 | 0 | 41401 | 0 | 1.0 | 0 |
| 14988 | 2 | 2 | 266 | 0 | 3 | 1 | 0 | 0 | 2 | 2 | 2 | 2 | 2 | 1 | 4 | 0 | 41326 | 0 | 3.0 | 2 |
| 14990 | 2 | 2 | 265 | 266 | 3 | 5 | 6 | 7 | 3 | 2 | 2 | 1 | 3 | 1 | 5 | 30 | 41326 | 0 | 5.0 | 3 |
| 14991 | 2 | 9 | 266 | 0 | 2 | 4 | 7 | 0 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 0 | 41336 | 0 | 3.0 | 4 |
| 14992 | 1 | 1 | 307 | 307 | 1 | 2 | 0 | 0 | 2 | 1 | 2 | 2 | 2 | 1 | 1 | 0 | 41332 | 0 | 1.0 | 3 |
Most frequently occurring
| Type | Age | Breed1 | Breed2 | Gender | Color1 | Color2 | Color3 | MaturitySize | FurLength | Vaccinated | Dewormed | Sterilized | Health | Quantity | Fee | State | VideoAmt | PhotoAmt | AdoptionSpeed | # duplicates | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 63 | 1 | 1 | 307 | 307 | 2 | 1 | 2 | 0 | 2 | 2 | 2 | 2 | 2 | 1 | 1 | 0 | 41326 | 0 | 1.0 | 3 | 6 |
| 113 | 1 | 2 | 307 | 0 | 2 | 1 | 2 | 0 | 2 | 1 | 2 | 2 | 2 | 1 | 1 | 20 | 41327 | 0 | 1.0 | 3 | 6 |
| 62 | 1 | 1 | 307 | 307 | 2 | 1 | 2 | 0 | 2 | 2 | 2 | 1 | 2 | 1 | 1 | 0 | 41326 | 0 | 1.0 | 3 | 5 |
| 87 | 1 | 2 | 307 | 0 | 1 | 2 | 0 | 0 | 2 | 1 | 2 | 2 | 2 | 1 | 1 | 0 | 41326 | 0 | 1.0 | 2 | 5 |
| 116 | 1 | 2 | 307 | 0 | 2 | 1 | 2 | 0 | 2 | 1 | 3 | 3 | 2 | 1 | 1 | 0 | 41326 | 0 | 2.0 | 2 | 5 |
| 161 | 1 | 2 | 307 | 0 | 2 | 7 | 0 | 0 | 2 | 1 | 2 | 2 | 2 | 1 | 1 | 20 | 41327 | 0 | 1.0 | 2 | 5 |
| 171 | 1 | 2 | 307 | 307 | 1 | 2 | 0 | 0 | 2 | 2 | 1 | 1 | 2 | 1 | 1 | 0 | 41326 | 0 | 1.0 | 2 | 5 |
| 16 | 1 | 1 | 307 | 0 | 1 | 2 | 0 | 0 | 2 | 1 | 2 | 2 | 2 | 1 | 1 | 20 | 41327 | 0 | 1.0 | 2 | 4 |
| 70 | 1 | 1 | 307 | 307 | 2 | 2 | 7 | 0 | 2 | 2 | 2 | 1 | 2 | 1 | 1 | 0 | 41326 | 0 | 3.0 | 1 | 4 |
| 89 | 1 | 2 | 307 | 0 | 1 | 2 | 0 | 0 | 2 | 2 | 1 | 1 | 2 | 1 | 1 | 0 | 41326 | 0 | 1.0 | 2 | 4 |